Resultados de búsqueda - (endedededeendecoding OR (Decoding OR coding)) (algorithmics OR (algorithm OR algorithm))

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding por Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Tabla de Contenidos: “… introduce a novel Collaborative Speculative Decoding (CoSD) algorithm that enables efficient LLM knowledge…”
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SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding por Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Tabla de Contenidos: “… decoding algorithms. Stereo-electroencephalography (SEEG) and synchronized audio data were collected from…”
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Improving Temporal Action Segmentation via Constraint-Aware Decoding por Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Tabla de Contenidos: “… modified Viterbi decoding algorithm, allowing inference-time refinement without retraining or added model…”
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Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping por Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Tabla de Contenidos: “…Decoding by contrasting layers (DoLa), is designed to improve the generation quality of large…”
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Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models por Ringel, Liran, Ali, Ameen, Romano, Yaniv

Tabla de Contenidos: “… selection algorithm identifies positions with bounded cumulative dependency for simultaneous unmasking…”
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Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs por Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Tabla de Contenidos: “…-In, Narrow-Out (WINO), a training-free decoding algorithm that enables revokable decoding in DLLMs. WINO…”
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Convolutional neural network based decoders for surface codes por Bordoni, Simone, Giagu, Stefano

Tabla de Contenidos: “…The decoding of error syndromes of surface codes with classical algorithms may slow down quantum…”
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CLaSp: In-Context Layer Skip for Self-Speculative Decoding por Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Tabla de Contenidos: “… model. Specifically, we develop a dynamic programming algorithm that optimizes the layer-skipping…”
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Plato: Plan to Efficiently Decode for Large Language Model Inference por Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Tabla de Contenidos: “…-problems as independent. We propose Plato, a novel approach that co-designs algorithms and systems…”
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Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit por Bouzoubaa, Layla, Aghakhani, Elham, Song, Max, Trinh, Minh, Rezapour, Rezvaneh

Tabla de Contenidos: “…, Quality, Safety). Using various multi-label classification algorithms on a set of annotated data, we show…”
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Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff por Holsman, Maximilian, Huang, Yukun, Dhingra, Bhuwan

Tabla de Contenidos: “… Speculative Decoding (FSD) - a decoding algorithm that generalizes SD by accepting candidate tokens based…”
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Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning por Yang, Chenghao, Gui, Lin, Yang, Chenxiao, Veitch, Victor, Zhang, Lizhu, Zhao, Zhuokai

Tabla de Contenidos: “… Annealed Decoding (EAD), grounded in the insight that exploration is most impactful on early tokens which…”
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DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference por Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Tabla de Contenidos: “… algorithm that constructs high-quality draft token trees with N-gram-enforced semantic continuity. DART…”
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Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding por Oba, Daisuke, Bollegala, Danushka, Kaneko, Masahiro, Okazaki, Naoaki

Tabla de Contenidos: “… algorithmic FLOPs by 30--50% relative to the same sampler without locking, while maintaining comparable…”
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Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs por Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Tabla de Contenidos: “…-Quant combines phase-aware algorithmic quantization with hardware-efficient NVFP4 execution to alleviate…”
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Unique Decoding of Reed-Solomon and Related Codes for Semi-Adversarial Errors por Brakensiek, Joshua, Chen, Yeyuan, Dhar, Manik, Zhang, Zihan

Tabla de Contenidos: “…), folded Reed--Solomon (FRS) and univariate multiplicity codes, we design decoding algorithms running…”
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Constraint-Optimal Driven Allocation for Scalable QEC Decoder Scheduling por Kim, Dongmin, Seo, Jeonggeun, Kim, Yongtae, Han, Youngsun

Tabla de Contenidos: “… this limitation, Virtualized Quantum Decoder (VQD) architectures have been proposed to share a limited pool…”
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SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding por Abramovich, Talor, Ashkenazi, Maor, Putterman, Izzy, Chislett, Benjamin, Mitra, Tiyasa, Rouhani, Bita Darvish, Zilberstein, Ran, Geifman, Yonatan

Tabla de Contenidos: “…Speculative Decoding (SD) has emerged as a critical technique for accelerating Large Language Model…”
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Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics por Kutz, J. Nathan, Reza, Maryam, Faraji, Farbod, Knoll, Aaron

Tabla de Contenidos: “…}\times {\bf B}$ technologies, stand to significantly benefit from reduced order modeling algorithms. We…”
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Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference por Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Tabla de Contenidos: “… scaling. We present Mirror Speculative Decoding (Mirror-SD), an inference algorithm that breaks…”
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